image thumbnail

Multi-Objective Grey Wolf Optimizer (MOGWO)

version 1.0.0.0 (46.3 KB) by Seyedali Mirjalili
The Multi-objective version of the recently proposed Grey Wolf Optimizer (GWO).

3K Downloads

Updated 22 May 2018

View License

In the Multi-Objective Grey Wolf Optimizer (MOGWO), a fixed-sized external archive is integrated to the GWO for saving and retrieving the Pareto optimal solutions. This archive has been employed to define the social hierarchy and simulate the hunting behavior of grey wolves in multi-objective search spaces.
The main paper can be found here: S. Mirjalili, S. Saremi, S. M. Mirjalili, L. Coelho, Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization, Expert Systems with Applications, in press, DOI: http://dx.doi.org/10.1016/j.eswa.2015.10.039

The single-objective version of this algorithm can be found here: http://au.mathworks.com/matlabcentral/fileexchange/44974-grey-wolf-optimizer--gwo-

More information can be found in: http://www.alimirjalili.com/GWO.html

Other relevant submissions: https://au.mathworks.com/matlabcentral/fileexchange/49772-grey-wolf-optimizer-for-training-multi-layer-perceptrons

I have a number of relevant courses in this area. You can enrol via the following links with 95% discount:

*******************************************************************************************************************************************
A course on “Optimization Problems and Algorithms: how to understand, formulation, and solve optimization problems”:
https://www.udemy.com/optimisation/?couponCode=MATHWORKSREF

A course on “Introduction to Genetic Algorithms: Theory and Applications”
https://www.udemy.com/geneticalgorithm/?couponCode=MATHWORKSREF
*******************************************************************************************************************************************

Cite As

Seyedali Mirjalili (2021). Multi-Objective Grey Wolf Optimizer (MOGWO) (https://www.mathworks.com/matlabcentral/fileexchange/55979-multi-objective-grey-wolf-optimizer-mogwo), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2011b
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!